I am a postdoctoral associate at Boston University, working with Prof. Najoung Kim and Prof. Sebastian Schuster. I received my Ph.D. from Korea University, advised by Prof. Pilsung Kang. During my Ph.D, I was research intern at NAVER and contributed to CLOVA for Writing. I completed my B.S. at HUFS, advised by Prof. Chungmok Lee
My research focuses on LLM evaluation, aiming to discover, measure, understand, and improve the capabilities of language models. My long-term research vision is to establish a science of evaluation for language models. I like to think about what makes evaluation reliable and what it truly tells us about these models. I am also interested in LLM agents that autonomously solve complex problems in research and engineering, and how to reliably evaluate them.
PhD Industrial Management & Engineering
Korea University
BSc Industrial Management & Engineering, BA International Finance (Double Major)
HUFS
➊ AI Writers Have a Consistent Stylometric Footprint, but AI Editors Do Not ➋ PGMem: Tightly Coupled Persona–Memory Graph for Lifelong Personalized Agents and ➌ LLMs Learn Better In-Context from Rules than from Examples
‘PGMem: Tightly Coupled Persona–Memory Graph for Lifelong Personalized Agents’ is now available on arXiv! Work with Wonjun Choi, Yerim Kim and Susik Yoon. Huge Congrats to Wonjun on his first-first author paper 😊🎉
‘Cliff Tokens: Identifying Single-Token Failure Triggers in LLM Mathematical Reasoning’ now available on arXiv! Work with Jaeyong Ko and Pilsung Kang. Congrats to Jaeyong on his very first paper 🎉
‘CIRF: Tokenizing Chain-of-Thoughts into Reusable Functional Units for Efficient Latent Reasoning in Large Language Models’ now available on arXiv! Collaborated with HUFS team 🦉
For an up-to-date list of publications, check out my Google Scholar.
* denotes equal contribution, † denotes equal contribution as senior role.
